AI
The Tale of Nebius: Publicly Traded AI Infrastructure Startup
2024-11-24
On October 21, a significant event took place in the world of Nasdaq traders. A new ticker, NBIS, emerged, a truncation of Nebius. This fledgling player in the AI cloud infrastructure space had been quietly building its presence. Many casual observers might have wondered where this company came from, as there was little of the usual fanfare surrounding startups' IPO journeys. But Nebius is an unusual beast, a public company with the essence of a startup.

Yandex's Journey and the Birth of Nebius

Nebius actually became public 13 years ago in May 2011 as Yandex N.V., the Dutch holding company of the Russian internet giant Yandex, often dubbed the "Google of Russia." At the end of 2021, it reached a peak valuation of $31 billion. However, with Russia's invasion of Ukraine in early 2022, everything changed. Nasdaq halted trading in Yandex N.V. shares due to sanctions, and a year later, it announced the delisting. But Yandex successfully appealed, undergoing a restructuring process that took an additional 16 months to complete. This divestment led to the creation of Nebius AI, an AI cloud platform with its own Finnish data center.The new business was spearheaded by Arkady Volozh, the Russian Yandex co-founder and former CEO. He was removed from a European sanctions list in March after publicly condemning Russia's assault on Ukraine.

The Core Nebius Business

The core Nebius business sells GPUs "as-a-service" to companies in need of "compute" - processing power and resources for tasks like running algorithms and executing machine learning models. Last month, the company debuted a holistic cloud computing platform for the "full machine learning lifecycle," spanning data processing, training, fine-tuning, and inference.With the restructuring complete and Volozh free to run the show from the new headquarters in the Netherlands, Nasdaq green-lit Nebius to recommence trading last month. This situation was unprecedented - a public company with trading paused and now resuming under a new name and different business proposition.In the first month of trading, Nebius had a somewhat tepid re-entry. It was significantly down on its $18 billion market cap before trading halted in February 2022, but it has since yo-yoed between $3.5 billion and $4.75 billion, showing signs of settling.Volozh explained to TechCrunch that building infrastructure is capital intensive, and the public markets are the easiest and cheapest way to access capital in the current hot tech space. But there was uncertainty about how the public markets would respond to this new entity.

Nebius' Competitors and Expansion Plans

Nebius competes with the usual hyperscaler cloud behemoths. Its more direct rivals are other alternative cloud startups like CoreWeave, which has raised a lot of cash this year. While CoreWeave is expanding from the U.S. to Europe, Nebius is moving in the opposite direction, announcing plans to extend its presence to the U.S. with a new GPU cluster in Kansas City (on the Missouri side) scheduled to go live in early 2025. The company has also opened "customer hubs" in San Francisco and Dallas and plans a third in New York by the end of the year.

The Nebius Group's Additional Businesses

Under the Nebius Group umbrella, there is a triumvirate of additional businesses. Avride is an autonomous vehicle company based in Texas, descending from Yandex's self-driving unit. It was an early trailblazer in Russia but had its plans disrupted by the war. The team working on Yandex's autonomous vehicle project transitioned to Avride last year and is now based in Austin via Tel Aviv.Last month, Avride announced a significant multiyear partnership with Uber, with its sidewalk food delivery robots landing on Uber Eats in Austin and its self-driving cars set to join the Uber platform later.Toloka is a platform specializing in data labeling and quality control for large language models and related AI systems. It has clear synergies with Nebius's core infrastructure business but serves different customers. Nebius works with generative AI startups seeking compute, while Toloka works with bigger companies like Amazon and Hugging Face.TripleTen, on the other hand, is a direct-to-consumer product offering online coding bootcamps for those looking to transition into the technology sector. It is somewhat of an outlier in the Nebius group and is currently breaking even. Volozh acknowledges it won't be a big revenue driver like the infrastructure business but has potential to provide meaningful income and will remain part of the group.

The Core Nebius AI Cloud Business

For the core Nebius AI cloud business, the company already has its fully owned data center facility in Finland and plans to triple its capacity to 75 megawatts. It is also building out additional sites at co-location facilities to increase capacity and reduce latency by bringing processing closer to customers. In addition to the Kansas location announced this week, Nebius has already unveiled a new GPU cluster in Paris that goes live this month.Further down the line, Nebius plans to build more of its own data centers in both Europe and the U.S. Given the time it takes to build, using co-location facilities is a quicker way to bridge the gap, which is why it is adopting a hybrid approach.Volozh emphasized that building data centers takes a long time, about a year and a half to two years, and they can't wait. That's why they have these co-locations in Paris and Kansas City.
Fondo's AI Bookkeeping Service to Tackle US Accountant Shortage
2024-11-22
In today's economic landscape, where there is often much talk of doom and gloom, an interesting trend is emerging - entrepreneurship is on the rise in the United States. In 2024, an average of 430,000 new business applications were submitted each month, representing a significant 50% increase from 2019. This surge in business startups is a testament to the entrepreneurial spirit that still thrives in the country.

However, a Contrasting Trend in the Accounting Field

While entrepreneurship shows remarkable growth, the number of accountants needed by these new businesses is actually on the decline. Nearly 75% of Certified Public Accountants (CPAs) are expected to retire within a decade, and fewer graduates are choosing accounting as a career due to the relatively lower pay compared to fields like technology and finance.

Serial Entrepreneur David Phillips and His Venture Fondo

Serial entrepreneur David Phillips has recognized this growing gap and has launched his latest venture, Fondo. This innovative platform uses software, artificial intelligence (AI), and accounting experts to provide a comprehensive bookkeeping service specifically designed for startups and small- and medium-sized businesses.Phillips founded Fondo in 2020 after successfully selling his coding school startup, Hackbright, to Capella University in 2016. His experience and expertise as an angel investor, having invested in over 85 startups including Rippling, Flexport, and Liquid Death, have equipped him well to build a successful accounting service.The 4-year-old startup operates on a subscription-based model and has already achieved remarkable success. It has secured approximately 1,200 customers, reached an annual recurring revenue of $6 million, and is profitable. Some of its notable customers include ElevenLabs, Karat, PostHog, Campus, and Limitless AI."To date, we have saved our customers over $75 million in Delaware Franchise Tax and helped them receive over $16 million back from the IRS in tax credits," Phillips proudly stated.

Securing Funding and Doubling Down on Traction

To further strengthen its position and build on its existing success, Fondo recently raised an oversubscribed $7 million seed round. The round was led by Money Forward, a Tokyo-based fintech company, with participation from renowned investors such as Y Combinator, Motley Fool Ventures, Next Coast Ventures, a16z Scout Fund, Index Ventures Scout Fund, and Twenty Two Ventures. This valuation of the company at $66 million reflects the market's confidence in Fondo's potential.

What Sets Fondo Apart

Fondo is not alone in recognizing the opportunity in the accounting space for small- and medium-sized businesses. However, Phillips believes that Fondo differentiates itself by offering an "all-in-one solution" tailored specifically for high-growth startups."Traditionally, founders have relied on separate services for each financial function, which leads to inefficiencies and a higher risk of errors. Fondo combines all these services into one platform, simplifying financial and tax operations for startups," he explained.

Using Proceeds for Growth

The company will utilize the funds from the recent seed round to invest in product development and automation. It is also building an AI agent that will serve both its internal team and customers. This AI agent will enable users to extract valuable insights and analysis from their financial statements, accounts, cash flow, and other important financial data.Currently, Fondo has about 70 employees and is actively recruiting in various roles such as product, engineering, accounting, and more."We are dedicated to building a robust product that evolves with the changing needs of startups. This includes expanding our analytics and reporting capabilities, integrating with other tools that founders commonly use, and enhancing our tax-saving options. Additionally, we are exploring ways to support startups as they expand internationally and navigate the complexities of global compliance," Phillips emphasized.
See More
Inflection AI CEO: No Longer Competing on Next-Gen AI Models
2024-11-26
Just last year, Inflection AI was at the peak of startup excitement, presenting best-in-class AI models it claimed could surpass those of OpenAI, Meta, and Google. But now, as revealed by its new CEO to TechCrunch, the startup has shifted its focus. Microsoft hired the previous CEO, Mustafa Suleyman, to manage its AI business and acquired most of Inflection's staff and technology for $650 million. Since then, Inflection has been making significant changes. It started limiting usage on its consumer AI chatbot, Pi, and pivoted more towards enterprise customers. On Tuesday, it announced the acquisition of three AI startups in the past two months to enhance its offerings for global enterprises. The company also remains open to licensing AI models from its former competitors in the future. The Federal Trade Commission is investigating Microsoft's partial acqui-hire to assess potential competition issues. According to Inflection's new CEO, Sean White, who took over after the deal, the startup is no longer competing in building the next-generation AI models but still holds its ground in the enterprise front. "I am not going to, and don't feel the need to, compete with a company that is trying to build the next 100,000-GPU system," said White in an interview with TechCrunch, referring to the well-funded companies like Microsoft that can build frontier AI models. He clarified that while they can't compete in making the next-generation model, they are still competing with them in the enterprise space. "Our solution and tools are designed to meet the enterprise needs," he added. White believes today's AI models are sufficient for most enterprise needs and is skeptical about test-time compute scaling being the next generation of AI models. He thinks AI labs have cleverly rebranded high latency as "thinking" to make consumers feel better. Instead of focusing on the cutting edge of AI research, Inflection is now aiming to offer practical AI tools for enterprises. It announced the acquisition of Jelled.AI, which uses AI to manage employee inboxes, and BoostKPI, which offers AI data analytics tools. Last month, it acquired Boundaryless, an automation consulting firm in Europe to expand its overseas presence. White says Inflection is still using its own models but is open to using other models in the future. One of Inflection's value propositions is that its AI can run on-premise, unlike those from leading AI labs that need to be run in the cloud, which is appealing to enterprises concerned about data security. These acquisitions have strengthened Inflection's talent and product portfolio. However, it will face tough competition on the enterprise AI front. Salesforce has been investing heavily in AI agents, and Meta recently launched a new business AI unit. Startups like Anthropic and Cohere are also continuously building products for business customers. But Inflection believes it is better positioned to compete in the enterprise space rather than competing with frontier AI labs to make more capable models.

Inflection AI's Shift from Model Competition to Enterprise Focus

Inflection's Past Glory

Just a year ago, Inflection AI was the talk of the town. Its AI models were touted as the best in class, capable of outshining those from industry giants like OpenAI, Meta, and Google. This was a time of great promise and excitement for the startup.However, as time passed, the landscape changed. Microsoft's acquisition of Inflection's CEO and staff marked a significant turning point. The startup had to reevaluate its strategy and focus.

The Pivot to Enterprise

After the acquisition, Inflection began to shift its attention towards enterprise customers. It started limiting usage on its consumer chatbot, Pi, and redirected its efforts towards providing more tailored solutions for businesses.This pivot was not an easy decision. The startup had to let go of some of its initial ambitions and focus on what it did best - serving the enterprise market.

Acquisitions for Growth

In the past two months, Inflection has made a series of acquisitions to strengthen its position in the enterprise AI space. By acquiring Jelled.AI, BoostKPI, and Boundaryless, the company has expanded its product portfolio and talent pool.These acquisitions have allowed Inflection to offer a more comprehensive suite of AI tools and services to its enterprise customers. It has also helped the company stay competitive in a rapidly evolving market.

Competing in the Enterprise

Despite the shift in focus, Inflection is still competing in the enterprise space. Its new CEO, Sean White, believes that their solutions and tools are well-suited to meet the needs of enterprises.While they may not be competing in building the next-generation AI models, they are focusing on providing practical and effective AI solutions that can drive business value.

Value Proposition and Competition

One of Inflection's key value propositions is its ability to run AI on-premise. This gives enterprises more control over their data and security.However, the startup will face intense competition from other players in the enterprise AI market. Salesforce, Meta, Anthropic, and Cohere are all vying for a share of the business.But Inflection believes that its focus on the enterprise and its unique value proposition give it a competitive edge. It is well-positioned to succeed in this challenging market.
See More